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Bayesian Machine Learning in Python: A/B Testing

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A/B testing is used everywhere. A/B testing is all about comparing things. If you're a data scientist, and you want to tell the rest of the company, "logo A is better than logo B", well you can't just say that without proving it using numbers and statistics. Traditional A/B testing has been around for a long time, and it's full of approximations and confusing definitions. In this course, while we will do traditional A/B testing in order to appreciate its complexity, what we will eventually get to is the Bayesian machine learning way of doing things. First, we'll see if we can improve on traditional A/B testing with adaptive methods.


8 Best Robotics Courses, Training, and Certifications Online

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Get Robotics Certification taking the Online Robotics Degree Programs. However, you can get an online Robotics Degree from a lot of places like Coursera, Udemy, EDx, Futurelearn, and so on. One of the robotics tutorials for beginners to advanced. Learn Robotics online to open career opportunities and have fun to learn electronics focused on building robot automation! An autonomous light-seeking an obstacle avoiding robot for Arduino Makers that want to learn the hard way!


Artificial Intelligence Masterclass

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Today, we are bringing you the king of our AI courses...: Are you keen on Artificial Intelligence? Do want to learn to build the most powerful AI model developed so far and even play against it? Then Artificial Intelligence Masterclass course is the right choice for you. This ultimate AI toolbox is all you need to nail it down with ease. You will get 10 hours step by step guide and the full roadmap which will help you build your own Hybrid AI Model from scratch.


Top Machine Learning Courses Online For Beginners

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According to the World Economic Forum (WEF), 133 million new jobs will be created by AI by 2022. Out of the top AI job postings, machine learning has been a trending topic within artificial intelligence. Here is a live list of online machine learning courses from various universities, companies and research labs. There is always a chance that we missed something, though. So please let us know via email ([email protected]) if we left a good course out.


15 Python Projects: From Beginner To Full-Stack - Comp Sci Central

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The best way to learn python is by creating a project. These are 10 of the best python projects for beginner to intermediate Python programmers. These python projects will not only help you learn the fundamentals, but you'll have a lot of fun creating these. With each of these 10 python projects, there is a full video tutorial that walks you step-by-step from start to finish. These projects have been hand-selected and range from beginner to intermediate.


Seminar on artificial intelligence in education

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A three-day online international seminar on'Artificial intelligence in education' will begin on Monday. Being organised by the State Institute of Educational Technology, in association with the Department of Education of the University of Kerala, the webinar will discuss how artificial intelligence (AI) may have an impact on curriculum design, individualisation of learning, and assessment. The webinar will also discuss the ethical, technical, and pedagogical challenges against the backdrop of education in a digital world. Jintavee Khlisang, Professor in the Department of Educational Technology and Communication, Chulalongkorn University, Thailand, will speak on'Hybrid models of teaching and learning process,' while Kaushal Kumar Bhagat, Assistant Professor, Indian Institute of Technology, Kharagpur, will talk about augmented reality. Researchers will present papers on how artificial intelligence can be used in education.


The AI Index 2021 Annual Report

arXiv.org Artificial Intelligence

Welcome to the fourth edition of the AI Index Report. This year we significantly expanded the amount of data available in the report, worked with a broader set of external organizations to calibrate our data, and deepened our connections with the Stanford Institute for Human-Centered Artificial Intelligence (HAI). The AI Index Report tracks, collates, distills, and visualizes data related to artificial intelligence. Its mission is to provide unbiased, rigorously vetted, and globally sourced data for policymakers, researchers, executives, journalists, and the general public to develop intuitions about the complex field of AI. The report aims to be the most credible and authoritative source for data and insights about AI in the world.


Complete Python Machine Learning and Classification Projects

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Description Machine learning allows you to build more powerful, more accurate and more user friendly software that can better respond and adapt. Many companies are integrating machine learning or have already done so, including the biggest Google, Facebook, Netflix, and Amazon. There are many high paying machine learning jobs. Jump into this fun and exciting course to land your next interesting and high paying job with the projects you'll build and problems you'll learn how to solve. In just a matter of hours you'll have new skills with projects to back them up:


How I'd Learn Data Science If I Were To Start All Over Again

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A couple of days ago I started thinking if I had to start learning machine learning and data science all over again where would I start? The funny thing was that the path that I imagined was completely different from that one that I actually did when I was starting. I'm aware that we all learn in different ways. Some prefer videos, others are ok with just books and a lot of people need to pay for a course to feel more pressure. And that's ok, the important thing is to learn and enjoy it. So, talking from my own perspective and knowing how I learn better I designed this path if I had to start learning Data Science again.


How to Use Google Colab for Deep Learning - Complete Tutorial - neptune.ai

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If you're a programmer, you want to explore deep learning, and need a platform to help you do it – this tutorial is exactly for you. Google Colab is a great platform for deep learning enthusiasts, and it can also be used to test basic machine learning models, gain experience, and develop an intuition about deep learning aspects such as hyperparameter tuning, preprocessing data, model complexity, overfitting and more. Colaboratory by Google (Google Colab in short) is a Jupyter notebook based runtime environment which allows you to run code entirely on the cloud. This is necessary because it means that you can train large scale ML and DL models even if you don't have access to a powerful machine or a high speed internet access. Google Colab supports both GPU and TPU instances, which makes it a perfect tool for deep learning and data analytics enthusiasts because of computational limitations on local machines.